IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0078345.html
   My bibliography  Save this article

Aging Brain from a Network Science Perspective: Something to Be Positive About?

Author

Listed:
  • Michelle W Voss
  • Chelsea N Wong
  • Pauline L Baniqued
  • Jonathan H Burdette
  • Kirk I Erickson
  • Ruchika Shaurya Prakash
  • Edward McAuley
  • Paul J Laurienti
  • Arthur F Kramer

Abstract

To better understand age differences in brain function and behavior, the current study applied network science to model functional interactions between brain regions. We observed a shift in network topology whereby for older adults subcortical and cerebellar structures overlapping with the Salience network had more connectivity to the rest of the brain, coupled with fragmentation of large-scale cortical networks such as the Default and Fronto-Parietal networks. Additionally, greater integration of the dorsal medial thalamus and red nucleus in the Salience network was associated with greater satisfaction with life for older adults, which is consistent with theoretical predictions of age-related increases in emotion regulation that are thought to help maintain well-being and life satisfaction in late adulthood. In regard to cognitive abilities, greater ventral medial prefrontal cortex coherence with its topological neighbors in the Default Network was associated with faster processing speed. Results suggest that large-scale organizing properties of the brain differ with normal aging, and this perspective may offer novel insight into understanding age-related differences in cognitive function and well-being.

Suggested Citation

  • Michelle W Voss & Chelsea N Wong & Pauline L Baniqued & Jonathan H Burdette & Kirk I Erickson & Ruchika Shaurya Prakash & Edward McAuley & Paul J Laurienti & Arthur F Kramer, 2013. "Aging Brain from a Network Science Perspective: Something to Be Positive About?," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-14, November.
  • Handle: RePEc:plo:pone00:0078345
    DOI: 10.1371/journal.pone.0078345
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0078345
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0078345&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0078345?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Kamel Gana & Nathalie Bailly & Yaël Saada & Michèle Joulain & Daniel Alaphilippe, 2012. "Does Life Satisfaction Change in Old Age: Results From an 8-Year Longitudinal Study," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 68(4), pages 540-552.
    2. Arthur A. Stone & Joseph E. Schwartz & Joan E. Broderick & Angus Deaton, 2010. "A snapshot of the age distribution of psychological well-being in the United States," Working Papers 1230, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Michael B Kranz & Michelle W Voss & Gillian E Cooke & Sarah E Banducci & Agnieszka Z Burzynska & Arthur F Kramer, 2018. "The cortical structure of functional networks associated with age-related cognitive abilities in older adults," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-26, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hudomiet, Péter & Hurd, Michael D. & Rohwedder, Susann, 2021. "The age profile of life satisfaction after age 65 in the U.S," Journal of Economic Behavior & Organization, Elsevier, vol. 189(C), pages 431-442.
    2. Neshat Yazdani & Karen L. Siedlecki, 2021. "Mediators of the Relationship Between Cognition and Subjective Well-Being," Journal of Happiness Studies, Springer, vol. 22(7), pages 3091-3109, October.
    3. DECANCQ Koen & OLIVERA Javier & SCHOKKAERT Erik, 2018. "Program evaluation and ethnic differences: the Pension 65 program in Peru," LISER Working Paper Series 2018-21, Luxembourg Institute of Socio-Economic Research (LISER).
    4. De Neve, Jan-Emmanuel & Oswald, Andrew J., 2012. "Estimating the influence of life satisfaction and positive affect on later income using sibling fixed-effects," LSE Research Online Documents on Economics 51523, London School of Economics and Political Science, LSE Library.
    5. Thi Truong An Hoang & Andreas Knabe, 2021. "Time Use, Unemployment, and Well-Being: An Empirical Analysis Using British Time-Use Data," Journal of Happiness Studies, Springer, vol. 22(6), pages 2525-2548, August.
    6. Heather Lacey & Todd Kierstead & Diana Morey, 2012. "De-Biasing the Age-Happiness Bias: Memory Search and Cultural Expectations in Happiness Judgments Across the Lifespan," Journal of Happiness Studies, Springer, vol. 13(4), pages 647-658, August.
    7. Andrew E. Clark, 2015. "SWB as a Measure of Individual Well-Being," Working Papers halshs-01134483, HAL.
    8. John F. Helliwell & Haifang Huang & Max B. Norton & Shun Wang, 2019. "Happiness at Different Ages: The Social Context Matters," Springer Books, in: Mariano Rojas (ed.), The Economics of Happiness, chapter 0, pages 455-481, Springer.
    9. Flores, Gabriela & Ingenhaag, Michael & Maurer, Jürgen, 2015. "An anatomy of old-age disability: Time use, affect and experienced utility," Journal of Health Economics, Elsevier, vol. 44(C), pages 150-160.
    10. Valentina N. Burkova & Marina L. Butovskaya & Ashley K. Randall & Julija N. Fedenok & Khodabakhsh Ahmadi & Ahmad M. Alghraibeh & Fathil Bakir Mutsher Allami & Fadime Suata Alpaslan & Mohammad Ahmad Ab, 2021. "Predictors of Anxiety in the COVID-19 Pandemic from a Global Perspective: Data from 23 Countries," Sustainability, MDPI, vol. 13(7), pages 1-23, April.
    11. O'Donnell, Gus & Oswald, Andrew J., 2015. "National well-being policy and a weighted approach to human feelings," Ecological Economics, Elsevier, vol. 120(C), pages 59-70.
    12. Mohamed A. Eltarkawe & Shelly L. Miller, 2018. "The Impact of Industrial Odors on the Subjective Well-Being of Communities in Colorado," IJERPH, MDPI, vol. 15(6), pages 1-24, May.
    13. Biermann, Philipp & Bitzer, Jürgen & Gören, Erkan, 2022. "The relationship between age and subjective well-being: Estimating within and between effects simultaneously," The Journal of the Economics of Ageing, Elsevier, vol. 21(C).
    14. Schwandt, Hannes, 2013. "Unmet Aspirations as an Explanation for the Age U-shape in Human Wellbeing," IZA Discussion Papers 7604, Institute of Labor Economics (IZA).
    15. Stone Arthur A, 2011. "A Rationale for Including a Brief Assessment of Hedonic Well-being in Large-scale Surveys," Forum for Health Economics & Policy, De Gruyter, vol. 14(2), pages 1-15, April.
    16. Deaton, Angus, 2018. "What do self-reports of wellbeing say about life-cycle theory and policy?," Journal of Public Economics, Elsevier, vol. 162(C), pages 18-25.
    17. Amo-Agyei, Silas & Maurer, Jürgen, 2024. "Pain and subjective well-being among older adults in the developing world : A comprehensive assessment based on the WHO Study on Global Ageing and Adult Health," Economics & Human Biology, Elsevier, vol. 54(C).
    18. Terence C. Cheng & Nattavudh Powdthavee & Andrew J. Oswald, 2017. "Longitudinal Evidence for a Midlife Nadir in Human Well‐being: Results from Four Data Sets," Economic Journal, Royal Economic Society, vol. 127(599), pages 126-142, February.
    19. David G. Blanchflower & Andrew J. Oswald, 2019. "Do Humans Suffer a Psychological Low in Midlife? Two Approaches (With and Without Controls) in Seven Data Sets," Springer Books, in: Mariano Rojas (ed.), The Economics of Happiness, chapter 0, pages 439-453, Springer.
    20. Van Landeghem, Bert, 2012. "A test for the convexity of human well-being over the life cycle: Longitudinal evidence from a 20-year panel," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 571-582.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0078345. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.